AI Automation Index

Will AI Replace Cooks, Short Order?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Cooks, Short Order. Run the upskilling simulator.

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• Developed & audited by Gini Loh

AI Vulnerability

36% risk score

Median Salary

$35,880 / year

Growth Demand

High

Constituent Task Mix

We parsed O*NET's 11 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 0%
Medium Automation Risk (Cognitive/Technical) 73%
Low Automation Risk (Strategy/Leadership) 27%

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constituent Tasks

Clean food preparation equipment, work areas, and counters or tables.

Semi-structured task combining routine and non-routine responsibilities.

Restock kitchen supplies, rotate food, and stamp the time and date on food in coolers.

Semi-structured task combining routine and non-routine responsibilities.

Complete orders from steam tables, placing food on plates and serving customers at tables or counters.

Semi-structured task combining routine and non-routine responsibilities.

Plan work on orders so that items served together are finished at the same time.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Grill, cook, and fry foods such as french fries, eggs, and pancakes.

Semi-structured task combining routine and non-routine responsibilities.

Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Perform general cleaning activities in kitchen and dining areas.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Take orders from customers and cook foods requiring short preparation times, according to customer requirements.

Semi-structured task combining routine and non-routine responsibilities.

Grill and garnish hamburgers or other meats, such as steaks and chops.

Semi-structured task combining routine and non-routine responsibilities.

Order supplies and stock them on shelves.

Semi-structured task combining routine and non-routine responsibilities.

Accept payments, and make change or write charge slips as necessary.

Semi-structured task combining routine and non-routine responsibilities.

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O*NET Methodology

O*NET Data Source

This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.

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